TY - JOUR VL - 41 PB - Institute of Physics A1 - Capocci, Andrea A1 - Caldarelli, Guido UR - http://dx.doi.org/10.1088/1751-8113/41/22/224016 JF - Journal of Physics A: Mathematical and Theoretical Y1 - 2008/06// KW - PACS: 89.75.Fb Structures and organization in complex systems; 89.75.Kd Patterns; 89.65.-s Social and economic systems; 89.75.Hc Networks and genealogical trees IS - 22 SN - 1751-8113 AV - none TI - Folksonomies and clustering in the collaborative system CiteULike N2 - We analyze CiteULike, an online collaborative tagging system where users bookmark and annotate scientific papers. Such a system can be naturally represented as a tri-partite graph whose nodes represent papers, users and tags connected by individual tag assignments. The semantics of tags is studied here, in order to uncover the hidden relationships between tags. We find that the clustering coefficient can be used to analyze the semantical patterns among tags. ID - eprints1096 ER -